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A free Python library called Supervision, open-sourced by Roboflow, can replace expensive player tracking and video analysis for football clubs using computer vision, making advanced analytics accessible to lower-division teams.
This article details how Qatar became a testing ground for FIFA's technological innovations, including optical player tracking, connected ball technology, and a player performance app, which were trialed during the 2021 Arab Cup and 2022 World Cup before broader adoption.